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Estimate when a Slocum glider will need to be recovered by

The main method uses the estimated percentage of battery remaining to predict when the percentage left will be a given value.

The input is a time series NetCDF with at least two columns:

  • time a CF compliant time of the observation
  • m_lithium_battery_relative_charge as defined by Slocum masterdata file

A compatible input NetCDF file is generated from my (Slocum_DataHarvester)[https://github.com/mousebrains/ARCTERX_Slocum_DataHarvester] in the sensors files.

A linear regression is done to:

m_lithium_battery_relative_charge = a + b (time - min(time))/86400

so the slope is in days.

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When will a buoyancy glider need to be recovered by?

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